mAb

MAB
  • 文章类型: Journal Article
    用于静脉内(IV)施用的治疗性单克隆抗体(mAb)产品通常需要与市售稀释剂无菌混合。当施用部位远离准备部位时,制备的给药溶液可能需要在车辆中运输。需要评估车辆运输对mAb产品质量的影响,以定义给药溶液的安全处理和运输条件。实际车辆运输研究的设计和执行需要大量的资源和时间。在这项研究中,我们系统地开发了三种不同的基于实验室设备的方法来模拟车辆运输应力:轨道振动器(OS),往复振动台(RS),和基于振动测试系统(VTS)的仿真方法。我们通过比较每种模拟方法与实际车辆运输对产品质量的影响来评估其可行性。mAb给药溶液中没有残留聚山梨酯80(PS80),通过货车运输导致可见颗粒数量的显着增加,并且不符合光遮蔽方法的药典规范。然而,在给药溶液中低至0.0004%w/v(4ppm)PS80的存在稳定了抗车辆运输应力的mAb,并且符合药典规范。具有顶部空间的IV袋的车辆运输在无PS80和含PS80的mAb给药溶液中导致可忽略的微气泡和起泡。发现这些现象与基于VTS的模拟方法相当。然而,与实际的车辆运输或基于VTS的模拟方法相比,基于OS和RS的模拟方法在具有顶部空间的IV袋中形成了更多的微气泡和泡沫。尽管基于OS和RS的模拟方法产生的加药溶液中的界面应力较高(微气泡和起泡),发现给药溶液中的0.0004%w/v(4ppm)PS80足以稳定mAb。研究表明,在适当的模拟条件下,OS-,RS-,基于VTS的模拟方法可以作为实用和有意义的模型来评估车辆运输对mAb给药方案质量的影响和风险。
    Therapeutic monoclonal antibody (mAb) products for intravenous (IV) administration generally require aseptic compounding with a commercially available diluent. When the administration site is located away from the preparation site, the prepared dosing solution may need to be transported in a vehicle. The impact of vehicle transportation on the product quality of mAbs needs to be evaluated to define safe handling and transportation conditions for dosing solutions. The design and execution of actual vehicle transportation studies require considerable resources and time. In this study, we systematically developed three different laboratory equipment-based methods that simulate vehicle transportation stresses: orbital shaker (OS), reciprocating shaker (RS), and vibration test system (VTS)-based simulation methods. We assessed their feasibility by comparing the impact on product quality caused by each simulated method with that caused by actual vehicle transportation. Without residual polysorbate 80 (PS80) in the mAb dosing solution, transportation via a cargo van led to a considerable increase in the subvisible particle counts and did not meet the compendial specifications for the light obscuration method. However, the presence of as low as 0.0004%w/v (4 ppm) PS80 in the dosing solution stabilized the mAb against vehicle transportation stresses and met the compendial specifications. Vehicle transportation of an IV bag with headspace resulted in negligible micro air bubbles and foaming in both PS80-free and PS80-containing mAb dosing solutions. These phenomena were found to be comparable to the VTS-based simulated method. However, the OS- and RS-based simulated methods formed significantly more micro air bubbles and foaming in an IV bag with headspace than either actual vehicle transportation or the VTS-based simulated method. Despite the higher interfacial stress (micro air bubbles and foaming) in the dosing solution created by the OS- and RS-based simulated methods, 0.0004%w/v (4 ppm) PS80 in the dosing solution was found to be sufficient to stabilize the mAb. The study shows that under appropriate simulated conditions, the OS-, RS-, and VTS-based simulated methods can be used as practical and meaningful models to assess the impact and risk of vehicle transportation on the quality of mAb dosing solutions.
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  • 文章类型: Journal Article
    Tixagevimab-cilgavimab是2种针对严重急性呼吸道综合症冠状病毒2(SARS-CoV-2)的单克隆抗体的组合。2021年12月,美国食品和药物管理局发布了肌内注射替沙格维单抗-西加维单抗的紧急使用许可,以预防免疫功能低下的患者的SARS-CoV-2。此后不久,我们的诊所为常见的可变免疫缺陷患者分配了tixagevimab-cilgavimab。
    我们试图评估替沙格维单抗-西加维单抗在常见的可变免疫缺陷诊所中的有效性和耐受性。
    从2022年2月1日至2022年8月1日,对47名接受替沙格维单抗-西加维单抗治疗的常见变异型免疫缺陷患者进行了回顾性图表审查。治疗组和非治疗组的比较结果检查了SARS-CoV-2感染的发生,SARS-CoV-2感染的严重程度,和其他非SARS-CoV-2感染。
    70%的患者为女性;平均年龄为49岁。23名患者接受了替沙格维单抗-西加维单抗,24人没有接受预防。在tixagevimab-cilgavimab组中,所有人都接种了SARS-CoV-2疫苗,22人接受了免疫球蛋白替代治疗.一名患者感染了SARS-CoV-2,没有患者需要紧急护理,7例非SARS-CoV-2感染。在没有接受预防的队列中,21人接种了疫苗,所有人都接受了免疫球蛋白替代治疗.两名患者SARS-CoV-2检测呈阳性,一名患者由于SARS-CoV-2疾病的严重程度而需要紧急护理,4例患者非SARS-CoV-2感染。结果均无统计学意义。
    尽管有证据表明tixagevimab-cilgavimab可以在免疫功能低下的个体中预防SARS-CoV-2,我们的数据表明,在免疫球蛋白替代治疗中,这种获益可能会减弱.在已经接受替代疗法的免疫功能低下的患者中,tixagevimab-cilgavimab的额外益处需要进一步探索。
    UNASSIGNED: Tixagevimab-cilgavimab is a combination of 2 mAbs against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In December 2021, the Food and Drug Administration issued Emergency Use Authorization for intramuscular injection of tixagevimab-cilgavimab for prophylaxis against SARS-CoV-2 in immunocompromised patients. Shortly thereafter, our clinic distributed tixagevimab-cilgavimab to patients with common variable immunodeficiency.
    UNASSIGNED: We sought to evaluate the effectiveness and tolerability of tixagevimab-cilgavimab in a common variable immunodeficiency clinic.
    UNASSIGNED: A retrospective chart review from February 1, 2022, to August 1, 2022, of 47 patients with common variable immunodeficiency who were offered tixagevimab-cilgavimab was carried out. Comparative outcomes of treatment and nontreatment groups examined the occurrence of SARS-CoV-2 infection, severity of SARS-CoV-2 infection, and other non-SARS-CoV-2 infections.
    UNASSIGNED: Seventy percent of the patients were female; mean age was 49 years. Twenty-three patients received tixagevimab-cilgavimab, and 24 did not receive prophylaxis. In the tixagevimab-cilgavimab group, all were vaccinated for SARS-CoV-2 and 22 were receiving immunoglobulin replacement. One patient was infected with SARS-CoV-2, no patients required emergency care, and 7 patients had non-SARS-CoV-2 infection. In the cohort that did not receive prophylaxis, 21 were vaccinated, and all received immunoglobulin replacement. Two patients tested positive for SARS-CoV-2, 1 patient required emergency care due to SARS-CoV-2 disease severity, and 4 patients had a non-SARS-CoV-2 infection. None of the results showed statistical significance.
    UNASSIGNED: Although there is evidence that tixagevimab-cilgavimab can be protective against SARS-CoV-2 in immunocompromised individuals, our data suggest that this benefit may be blunted in patients with common variable immunodeficiency on immunoglobulin replacement. The additional benefit of tixagevimab-cilgavimab in immunocompromised patients already receiving replacement therapy requires further exploration.
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  • 文章类型: Journal Article
    高度保守和必需的恶性疟原虫网织红细胞结合蛋白同源物5(PfRH5)已成为针对疟疾引起疾病的血液阶段的疫苗的主要靶标。然而,人类疫苗诱导的抗体反应的特征,赋予高效抑制疟原虫侵入红细胞的能力,目前还没有很好的定义。这里,我们表征了236人源IgG单克隆抗体,来自15个捐赠者,由最先进的PfRH5疫苗诱导。我们定义了该分子的抗原景观,并建立了表位特异性,抗体结合率,和PfRH5内抗体相互作用是功能性抗寄生虫效力的关键决定因素。此外,我们确定了一种种系IgG基因组合,该组合可产生异常有效的抗体,并证明其在体内预防恶性疟原虫寄生虫攻击的潜力。这个全面的数据集提供了一个框架来指导下一代疫苗和预防性抗体的合理设计,以预防血液阶段疟疾。
    The highly conserved and essential Plasmodium falciparum reticulocyte-binding protein homolog 5 (PfRH5) has emerged as the leading target for vaccines against the disease-causing blood stage of malaria. However, the features of the human vaccine-induced antibody response that confer highly potent inhibition of malaria parasite invasion into red blood cells are not well defined. Here, we characterize 236 human IgG monoclonal antibodies, derived from 15 donors, induced by the most advanced PfRH5 vaccine. We define the antigenic landscape of this molecule and establish that epitope specificity, antibody association rate, and intra-PfRH5 antibody interactions are key determinants of functional anti-parasitic potency. In addition, we identify a germline IgG gene combination that results in an exceptionally potent class of antibody and demonstrate its prophylactic potential to protect against P. falciparum parasite challenge in vivo. This comprehensive dataset provides a framework to guide rational design of next-generation vaccines and prophylactic antibodies to protect against blood-stage malaria.
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  • 文章类型: Journal Article
    甲型流感病毒(IAV)以其大流行潜力而闻名。虽然目前的监测和疫苗接种策略非常有效,由于IAV的高突变率,治疗方法通常是短暂的.最近,单克隆抗体(mAb)已经成为一种有前途的治疗方法,既针对当前的毒株,也针对未来的IAV大流行。除了MABS,存在几种抗体样替代品,旨在提高单克隆抗体水平。其中,资助者因其短暂的发展时间而脱颖而出,在大肠杆菌中的高表达水平,和无动物生产。在这项研究中,我们利用Affimer平台来分离和生产特异性和有效的IAV抑制剂。使用IAV三聚体血凝素(HA)融合蛋白的单体版本,我们分离了12种体外抑制IAV感染的Affimer。这些Affimers中的两个进行了详细的表征,并表现出对靶H3HA蛋白的纳摩尔结合亲和力,特异性结合到HA1头部结构域。低温电子显微镜(cryo-EM),采用一种新颖的喷雾方法来制备低温网格,允许我们对HA-Affimer复合物进行成像。结合功能测定,我们确定这些Affimer通过阻断HA与宿主细胞受体的相互作用来抑制IAV,唾液酸。此外,这些Affimer抑制与用于分离的IAV菌株密切相关。总的来说,我们的结果支持使用Affimmer作为现有IAV靶向治疗的可行替代方案,并突出了其作为诊断试剂的潜力.
    目的:甲型流感病毒是少数能引起毁灭性大流行的病毒之一。由于这种病毒的高突变率,每年需要接种疫苗,抗病毒药物是短暂的。单克隆抗体提供了解决流感病毒感染的有希望的方法,但存在一些局限性。为了改进这一战略,我们探索了Affimer平台,是细菌中产生的抗体样蛋白。通过对流感病毒融合蛋白的单体版本进行噬菌体展示,一个既定的病毒靶标,我们能够分离体外抑制流感病毒感染的Affimers.我们通过使用针对病毒复制周期的不同阶段的测定来表征Affimers的抑制机制。我们还对HA-Affimer复合物结构进行了表征,使用一种新颖的方法来制备低温电子显微镜样品。总的来说,这些结果表明Affimers是一种有前途的抗流感病毒感染的工具。
    Influenza A virus (IAV) is well known for its pandemic potential. While current surveillance and vaccination strategies are highly effective, therapeutic approaches are often short-lived due to the high mutation rates of IAV. Recently, monoclonal antibodies (mAbs) have emerged as a promising therapeutic approach, both against current strains and future IAV pandemics. In addition to mAbs, several antibody-like alternatives exist, which aim to improve upon mAbs. Among these, Affimers stand out for their short development time, high expression levels in Escherichia coli, and animal-free production. In this study, we utilized the Affimer platform to isolate and produce specific and potent inhibitors of IAV. Using a monomeric version of the IAV trimeric hemagglutinin (HA) fusion protein, we isolated 12 Affimers that inhibit IAV infection in vitro. Two of these Affimers were characterized in detail and exhibited nanomolar-binding affinities to the target H3 HA protein, specifically binding to the HA1 head domain. Cryo-electron microscopy (cryo-EM), employing a novel spray approach to prepare cryo-grids, allowed us to image HA-Affimer complexes. Combined with functional assays, we determined that these Affimers inhibit IAV by blocking the interaction of HA with the host-cell receptor, sialic acid. Furthermore, these Affimers inhibited IAV strains closely related to the one used for their isolation. Overall, our results support the use of Affimers as a viable alternative to existing targeted therapies for IAV and highlight their potential as diagnostic reagents.
    OBJECTIVE: Influenza A virus is one of the few viruses that can cause devastating pandemics. Due to the high mutation rates of this virus, annual vaccination is required, and antivirals are short-lived. Monoclonal antibodies present a promising approach to tackle influenza virus infections but are associated with some limitations. To improve on this strategy, we explored the Affimer platform, which are antibody-like proteins made in bacteria. By performing phage-display against a monomeric version of influenza virus fusion protein, an established viral target, we were able to isolate Affimers that inhibit influenza virus infection in vitro. We characterized the mechanism of inhibition of the Affimers by using assays targeting different stages of the viral replication cycle. We additionally characterized HA-Affimer complex structure, using a novel approach to prepare samples for cryo-electron microscopy. Overall, these results show that Affimers are a promising tool against influenza virus infection.
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  • 文章类型: Journal Article
    除了一些例外,全球政策制定者建议不要在COVID-19中使用现有的单克隆抗体,因为新变体的中和丢失。这项研究的目的是使用易感和不易感变体的范例研究Ronapreve对隔室病毒复制的影响。在接种Delta或BA.1Omicron变体的K18-hACE2小鼠中评估病毒学功效和对致病性的影响。Ronapreve降低了肺和鼻甲的亚基因组病毒RNA水平,感染后4天和6天,对于Delta变体,而不是Omicron变体。它还阻止了脑部感染,在Delta变异体感染后,在K18-hACE2小鼠中表现出很高的频率。在第6天,对Delta变体的肺部感染的炎症反应改变为多灶性肉芽肿性炎症,其中病毒似乎受到限制。当前的研究提供了用保留中和活性的单克隆抗体组合治疗后对SARS-CoV-2的组织反应改变的证据。这些数据表明,反映治疗用例的实验设计在单克隆抗体的动物模型中是可实现的。在解释可能不代表治疗的预防性实验设计时应格外小心。重要性随着SARS-CoV-2Omicron变体的出现,世卫组织在其COVID-19治疗指南中建议不使用Ronapreve,因为根据目前对药代动力学-药效学的理解缺乏疗效.然而,继续使用Ronapreve,特别是在脆弱的病人中,一些人基于体外中和数据主张。这里,使用Delta作为易感变异的范例,在肺区和脑区均证明了Ronapreve的病毒学功效.相反,Omicron变体缺乏病毒学功效.在Delta和Omicron感染的小鼠的血浆中观察到两种单克隆抗体的浓度相当。这项研究利用了一个可靠的SARS-CoV-2感染的小鼠模型,反映治疗的实验设计,并证明了这种方法在评估单克隆抗体有效性时的实用性。
    With some exceptions, global policymakers have recommended against the use of existing monoclonal antibodies in COVID-19 due to loss of neutralization of newer variants. The purpose of this study was to investigate the impact of Ronapreve on compartmental viral replication using paradigms for susceptible and insusceptible variants. Virological efficacy and impact on pathogenicity was assessed in K18-hACE2 mice inoculated with either the Delta or BA.1 Omicron variants. Ronapreve reduced sub-genomic viral RNA levels in lung and nasal turbinate, 4 and 6 days post-infection, for the Delta variant but not the Omicron variant. It also blocked brain infection, which is seen with high frequency in K18-hACE2 mice after Delta variant infection. At day 6, the inflammatory response to lung infection with the Delta variant was altered to a multifocal granulomatous inflammation in which the virus appeared to be confined. The current study provides evidence of an altered tissue response to SARS-CoV-2 after treatment with a monoclonal antibody combination that retains neutralization activity. These data demonstrate that experimental designs that reflect treatment use cases are achievable in animal models for monoclonal antibodies. Extreme caution should be taken when interpreting prophylactic experimental designs that may not be representative of treatment.IMPORTANCEFollowing the emergence of the SARS-CoV-2 Omicron variant, the WHO recommended against the use of Ronapreve in its COVID-19 treatment guidelines due to a lack of efficacy based on current pharmacokinetic-pharmacodynamic understanding. However, the continued use of Ronapreve, specifically in vulnerable patients, was advocated by some based on in vitro neutralization data. Here, the virological efficacy of Ronapreve was demonstrated in both the lung and brain compartments using Delta as a paradigm for a susceptible variant. Conversely, a lack of virological efficacy was demonstrated for the Omicron variant. Comparable concentrations of both monoclonal antibodies were observed in the plasma of Delta- and Omicron-infected mice. This study made use of a reliable murine model for SARS-CoV-2 infection, an experimental design reflective of treatment, and demonstrated the utility of this approach when assessing the effectiveness of monoclonal antibodies.
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  • 文章类型: Journal Article
    在空地一体化应急通信网络的场景中,在网络状态的不确定性和随机波动中,用户面临着快速识别最优网络节点的挑战。本研究引入了多臂强盗(MAB)模型,并提出了一种利用动态方差采样(DVS)的优化算法。该算法假定各节点网络状态的先验分布符合正态分布,并通过构造分布的期望值和方差,它最大限度地利用样本数据,从而在数据利用和未知探索之间保持平衡。提供了理论证据,以说明与该算法相关的贝叶斯遗憾表现出亚线性增长。经验模拟证实,所讨论的算法优于传统的ε-贪婪,上限置信界限(UCB),和汤普森采样算法在更高的累积奖励方面,总遗憾减少,加速收敛速度,和增强的系统吞吐量。
    In the scenario of an integrated space-air-ground emergency communication network, users encounter the challenge of rapidly identifying the optimal network node amidst the uncertainty and stochastic fluctuations of network states. This study introduces a Multi-Armed Bandit (MAB) model and proposes an optimization algorithm leveraging dynamic variance sampling (DVS). The algorithm posits that the prior distribution of each node\'s network state conforms to a normal distribution, and by constructing the distribution\'s expected value and variance, it maximizes the utilization of sample data, thereby maintaining an equilibrium between data exploitation and the exploration of the unknown. Theoretical substantiation is provided to illustrate that the Bayesian regret associated with the algorithm exhibits sublinear growth. Empirical simulations corroborate that the algorithm in question outperforms traditional ε-greedy, Upper Confidence Bound (UCB), and Thompson sampling algorithms in terms of higher cumulative rewards, diminished total regret, accelerated convergence rates, and enhanced system throughput.
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  • 文章类型: Journal Article
    乌西乌托姆,无锡生物制品超高生产率平台,是一个强化和集成的连续生物过程平台,开发用于生产各种生物制品,包括单克隆抗体,融合蛋白,和双特异性抗体。该工艺技术平台在提高各种生物制剂的体积生产率方面表现出其卓越的能力,并已用于大规模临床材料生产。在本文中,使用WuXiUPTM和浓缩补料分批(CFB)的两种高产和强化培养模式生产不同药物蛋白的案例研究,以及传统的补料分批(TFB)从细胞生长的角度进行了讨论,生产力,和蛋白质质量。WuXiUPTM和CFB在容积生产率方面均优于TFB。此外,乌西乌普特工艺在产品质量方面的独特优势,如减少酸性电荷变体和片段化,被揭露。因此,可以开发仅具有两个色谱步骤的简化的下游纯化方法,从而以令人满意的纯度和极高的产率提供目标产物。
    WuXiUPTM, WuXi Biologics\' Ultra-high Productivity platform, is an intensified and integrated continuous bioprocess platform developed for production of various biologics including monoclonal antibodies, fusion proteins, and bispecific antibodies. This process technology platform has manifested its remarkable capability in boosting the volumetric productivity of various biologics and has been implemented for large-scale clinical material productions. In this paper, case studies of the production of different pharmaceutical proteins using two high-producing and intensified culture modes of WuXiUPTM and the concentrated fed-batch (CFB), as well as the traditional fed-batch (TFB) are discussed from the perspectives of cell growth, productivity, and protein quality. Both WuXiUPTM and CFB outperformed TFB regarding volumetric productivity. Additionally, distinctive advantages in product quality profiles in the WuXiUPTM process, such as reduced acidic charge variants and fragmentation, are revealed. Therefore, a simplified downstream purification process with only two chromatographic steps can be developed to deliver the target product at a satisfactory purity and an extremely-high yield.
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  • 文章类型: Journal Article
    监测人类呼吸道合胞病毒(hRSV)的遗传变异性至关重要,特别是关键基因突变对免疫逃逸变异出现的潜在影响。因此,为了描述西西里岛(意大利)传播的hRSV的遗传多样性和进化动态,在2017年至2023年期间,从770名hRSV阳性受试者中收集了153个hRSV全基因组序列,然后将扩大的免疫计划引入人群,被调查了。系统发育分析表明,hRSV-A的基因型GA.2.3.5(ON1)和hRSV-B的基因型GB.5.0.5a(BA9)在我们地区共同传播。评估了表面和内部蛋白质中的氨基酸(AA)取代,包括F蛋白的抗原位点,作为免疫预防单克隆抗体和疫苗的主要靶标。总的来说,在hRSV-A中,AA变化的比例在1.5%到22.6%之间,而hRSV-B在0.8-16.9%的范围内变化;在关键抗原位点内,后者比hRSV-A更具多态性。在两个亚组的位点III均未发现AA取代。尽管发现了一些非同义突变,没有已知可能影响当前预防措施疗效的多态性.这些发现为全球hRSV分子流行病学提供了新的见解,并强调了定义基线基因组图片以监测可能由免疫预防措施的选择性压力引起的未来变化的重要性。很快就会广泛使用。
    Monitoring the genetic variability of human respiratory syncytial virus (hRSV) is of paramount importance, especially for the potential implication of key antigenic mutations on the emergence of immune escape variants. Thus, to describe the genetic diversity and evolutionary dynamics of hRSV circulating in Sicily (Italy), a total of 153 hRSV whole-genome sequences collected from 770 hRSV-positive subjects between 2017 and 2023, before the introduction of expanded immunization programs into the population, were investigated. The phylogenetic analyses indicated that the genotypes GA.2.3.5 (ON1) for hRSV-A and GB.5.0.5a (BA9) for hRSV-B co-circulated in our region. Amino acid (AA) substitutions in the surface and internal proteins were evaluated, including the F protein antigenic sites, as the major targets of immunoprophylactic monoclonal antibodies and vaccines. Overall, the proportion of AA changes ranged between 1.5% and 22.6% among hRSV-A, whereas hRSV-B varied in the range 0.8-16.9%; the latter was more polymorphic than hRSV-A within the key antigenic sites. No AA substitutions were found at site III of both subgroups. Although several non-synonymous mutations were found, none of the polymorphisms known to potentially affect the efficacy of current preventive measures were documented. These findings provide new insights into the global hRSV molecular epidemiology and highlight the importance of defining a baseline genomic picture to monitor for future changes that might be induced by the selective pressures of immunological preventive measures, which will soon become widely available.
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  • 文章类型: Journal Article
    背景:在慢性鼻窦炎伴鼻息肉(CRSwNP)的治疗中引入生物药物正在提供新的且越来越有希望的治疗选择。该手稿旨在在现实生活中提供Mepolizumab治疗严重不受控制的CRSwNP伴或不伴哮喘的多中心试验。方法:在罗马LaSapienza大学和SanCamilloForlanini医院的耳鼻咽喉头颈外科联合进行回顾性资料分析。这两个机构通过共享使用Mepolizumab治疗的CRSwNP患者的临床信息来参与。在开始使用Mepolizumab之前对患者进行评估,从第一次给药开始的六个月和十二个月。在后续访问中,患者接受内镜检查,生活质量评估,鼻部症状评估,和血液检查主要监测中性粒细胞,嗜碱性粒细胞,嗜酸性粒细胞,和IgG,IgA,和IgE测定。结果:纳入了20例受CRSwNP影响并接受Mepolizumab治疗的患者(12名女性和8名男性,平均年龄为63.7岁)。16例患者(80%)合并哮喘。随访期间,鼻息肉评分逐渐改善,生活质量和鼻部症状,通过SNOT-22和VAS评估,通过嗅觉VAS测量气味损失,找到了。关于血液测试,嗜酸性粒细胞逐渐减少,而其他血液参数无统计学意义的变化。结论:美泊利单抗已被证明在CRSwNP患者的治疗管理中是有效的。需要进一步的研究来支持我们的发现,并更好地了解潜在的免疫途径,以预测患者对CRSwNP生物治疗的反应。
    Background: The introduction of biological drugs in the management of chronic rhinosinusitis with nasal polyps (CRSwNP) is allowing new and increasingly promising therapeutic options. This manuscript aims to provide a multicenter trial in a real-life setting on Mepolizumab treatment for severe uncontrolled CRSwNP with or without comorbid asthma. Methods: A retrospective data analysis was jointly conducted at the Otolaryngology-Head and Neck Surgery departments of La Sapienza University and San Camillo Forlanini Hospital in Rome. Both institutions participated by sharing clinical information on patients with CRSwNP treated with Mepolizumab. Patients were evaluated before starting Mepolizumab, at six months and at twelve months from the first drug administration. During follow-up visits, patients underwent endoscopic evaluation, quality of life assessment, nasal symptoms assessment, and blood tests to monitor mainly neutrophils, basophils, eosinophils, and IgG, IgA, and IgE assay. Results: Twenty patients affected by CRSwNP and treated with Mepolizumab were enrolled (12 females and 8 males with a mean age of 63.7 years). Sixteen patients (80%) had concomitant asthma. During follow-up, a gradual improvement in nasal polyp score, quality of life and nasal symptoms, assessed by SNOT-22 and VAS and loss of smell measured by olfactory VAS, was found. Regarding blood tests, eosinophils decreased gradually, while other blood parameters showed no statistically significant changes. Conclusions: Mepolizumab has been shown to be effective in the therapeutic management of patients with CRSwNP. Further studies are needed to support our findings and better understand the underlying immune pathways to predict patients\' response to biological treatment in CRSwNP.
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  • 文章类型: Journal Article
    通过机器学习,鉴定抗体的氨基酸序列与其观察到的特征之间的相关性,我们开发了一种内部粘度预测模型,以增强治疗性抗体候选物的快速工程能力。对于高粘性的抗IL-13单克隆抗体,我们使用基于结构的合理设计策略生成了一个变量列表,这些变量被假设用于降低粘度.然后将我们的粘度预测工具用作筛选器,以剔除具有高粘度概率的几乎工程化的变体,同时将具有低粘度概率的变体推进生产和测试。通过将合理设计工程策略与模拟粘度预测筛选步骤相结合,我们能够有效地改善高粘性的抗IL-13候选物,在一组16个变体中成功地将150mg/mL的粘度从34cP降低至13cP。
    Through machine learning, identifying correlations between amino acid sequences of antibodies and their observed characteristics, we developed an internal viscosity prediction model to empower the rapid engineering of therapeutic antibody candidates. For a highly viscous anti-IL-13 monoclonal antibody, we used a structure-based rational design strategy to generate a list of variants that were hypothesized to mitigate viscosity. Our viscosity prediction tool was then used as a screen to cull virtually engineered variants with a probability of high viscosity while advancing those with a probability of low viscosity to production and testing. By combining the rational design engineering strategy with the in silico viscosity prediction screening step, we were able to efficiently improve the highly viscous anti-IL-13 candidate, successfully decreasing the viscosity at 150 mg/mL from 34 cP to 13 cP in a panel of 16 variants.
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